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Related Questions
- How does active learning improve the accuracy of conversational AI systems when dealing with ambiguous inputs?
- What are the key differences between active learning and traditional supervised learning in the context of conversational AI?
- Can you explain the concept of uncertainty sampling in active learning and its application to conversational AI?
- How does active learning help to reduce the need for large labeled datasets for training conversational AI models?
- What are some common challenges faced by conversational AI systems when handling ambiguous inputs and how can active learning address them?
- Can active learning be used to improve the robustness of conversational AI systems to out-of-vocabulary words and typos?
- How does active learning compare to other techniques such as transfer learning and reinforcement learning in the context of conversational AI?
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